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|---|---|---|---|
| 1 | #include "artyushkina_vector/mpi/include/ops_mpi.hpp" | ||
| 2 | |||
| 3 | #include <mpi.h> | ||
| 4 | |||
| 5 | #include <algorithm> | ||
| 6 | #include <cstddef> | ||
| 7 | #include <utility> | ||
| 8 | #include <vector> | ||
| 9 | |||
| 10 | #include "artyushkina_vector/common/include/common.hpp" | ||
| 11 | |||
| 12 | #ifdef __GNUC__ | ||
| 13 | # pragma GCC diagnostic push | ||
| 14 | # pragma GCC diagnostic ignored "-Wnull-dereference" | ||
| 15 | #endif | ||
| 16 | |||
| 17 | namespace artyushkina_vector { | ||
| 18 | |||
| 19 |
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14 | VerticalStripMatVecMPI::VerticalStripMatVecMPI(const InType &in) { |
| 20 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 21 | GetInput() = in; | ||
| 22 | 14 | GetOutput() = Vector{}; | |
| 23 | 14 | } | |
| 24 | |||
| 25 | 14 | bool VerticalStripMatVecMPI::ValidationImpl() { | |
| 26 | 14 | int rank = 0; | |
| 27 | 14 | MPI_Comm_rank(MPI_COMM_WORLD, &rank); | |
| 28 | |||
| 29 |
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14 | if (rank != 0) { |
| 30 | return true; | ||
| 31 | } | ||
| 32 | |||
| 33 | const auto &[matrix, vector] = GetInput(); | ||
| 34 | |||
| 35 |
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7 | if (matrix.empty()) { |
| 36 | ✗ | return vector.empty(); | |
| 37 | } | ||
| 38 | |||
| 39 |
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7 | if (vector.empty()) { |
| 40 | return false; | ||
| 41 | } | ||
| 42 | |||
| 43 | size_t cols = matrix[0].size(); | ||
| 44 | |||
| 45 |
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15 | for (size_t i = 1; i < matrix.size(); ++i) { |
| 46 |
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8 | if (matrix[i].size() != cols) { |
| 47 | return false; | ||
| 48 | } | ||
| 49 | } | ||
| 50 | |||
| 51 | 7 | return vector.size() == cols; | |
| 52 | } | ||
| 53 | |||
| 54 | 14 | bool VerticalStripMatVecMPI::PreProcessingImpl() { | |
| 55 | 14 | return true; | |
| 56 | } | ||
| 57 | |||
| 58 | namespace { | ||
| 59 | |||
| 60 | constexpr int kTagVector = 101; | ||
| 61 | constexpr int kTagResult = 102; | ||
| 62 | constexpr int kTagBroadcast = 103; | ||
| 63 | constexpr int kTagSimple = 100; | ||
| 64 | constexpr int kTagEmpty = 104; | ||
| 65 | |||
| 66 | 14 | void BroadcastDimensions(int &rows, int &cols) { | |
| 67 | 14 | MPI_Bcast(&rows, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 68 | 14 | MPI_Bcast(&cols, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 69 | 14 | } | |
| 70 | |||
| 71 | std::pair<int, int> GetProcessParams(int proc, int base, int rem) { | ||
| 72 | 24 | int proc_start = proc * base; | |
| 73 |
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12 | if (proc < rem) { |
| 74 | 8 | proc_start += proc; | |
| 75 | } else { | ||
| 76 | 16 | proc_start += rem; | |
| 77 | } | ||
| 78 | |||
| 79 | int proc_width = base; | ||
| 80 |
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24 | if (proc < rem) { |
| 81 | 8 | proc_width += 1; | |
| 82 | } | ||
| 83 | |||
| 84 | return {proc_start, proc_width}; | ||
| 85 | } | ||
| 86 | |||
| 87 | 6 | void PrepareAndSendVectorParts(int world_size, const Vector &vector, int base, int rem, | |
| 88 | std::vector<double> &local_vector) { | ||
| 89 |
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18 | for (int proc = 0; proc < world_size; ++proc) { |
| 90 | auto [proc_start, proc_width] = GetProcessParams(proc, base, rem); | ||
| 91 | |||
| 92 |
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12 | if (proc_width <= 0) { |
| 93 | ✗ | int empty_signal = -1; | |
| 94 | ✗ | if (proc != 0) { | |
| 95 | ✗ | MPI_Send(&empty_signal, 1, MPI_INT, proc, kTagEmpty, MPI_COMM_WORLD); | |
| 96 | } | ||
| 97 | continue; | ||
| 98 | ✗ | } | |
| 99 | |||
| 100 | 12 | std::vector<double> sendbuf(static_cast<size_t>(proc_width)); | |
| 101 |
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30 | for (int j = 0; j < proc_width; ++j) { |
| 102 | 18 | auto j_idx = static_cast<size_t>(j); | |
| 103 | 18 | auto src_idx = static_cast<size_t>(proc_start) + j_idx; | |
| 104 | 18 | sendbuf[j_idx] = vector[src_idx]; | |
| 105 | } | ||
| 106 | |||
| 107 |
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12 | if (proc == 0) { |
| 108 | local_vector = std::move(sendbuf); | ||
| 109 | } else { | ||
| 110 |
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6 | MPI_Send(sendbuf.data(), proc_width, MPI_DOUBLE, proc, kTagVector, MPI_COMM_WORLD); |
| 111 | } | ||
| 112 | } | ||
| 113 | 6 | } | |
| 114 | |||
| 115 | 6 | void ReceiveVectorPart(int my_width, std::vector<double> &local_vector) { | |
| 116 |
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6 | if (my_width > 0) { |
| 117 | 6 | local_vector.resize(static_cast<size_t>(my_width)); | |
| 118 | 6 | MPI_Recv(local_vector.data(), my_width, MPI_DOUBLE, 0, kTagVector, MPI_COMM_WORLD, MPI_STATUS_IGNORE); | |
| 119 | } else { | ||
| 120 | ✗ | int empty_signal = 0; | |
| 121 | ✗ | MPI_Recv(&empty_signal, 1, MPI_INT, 0, kTagEmpty, MPI_COMM_WORLD, MPI_STATUS_IGNORE); | |
| 122 | } | ||
| 123 | 6 | } | |
| 124 | |||
| 125 | void DistributeVectorStripes(int world_size, const Vector &vector, int base, int rem, std::vector<double> &local_vector, | ||
| 126 | int rank, int my_width) { | ||
| 127 |
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12 | if (rank == 0) { |
| 128 |
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6 | PrepareAndSendVectorParts(world_size, vector, base, rem, local_vector); |
| 129 | } else { | ||
| 130 |
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6 | ReceiveVectorPart(my_width, local_vector); |
| 131 | } | ||
| 132 | } | ||
| 133 | |||
| 134 | 12 | void MultiplyStrip(const std::vector<double> &matrix_flat, const std::vector<double> &local_vector, | |
| 135 | std::vector<double> &local_result, int rows, int cols, int my_width, int my_start) { | ||
| 136 |
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40 | for (int i = 0; i < rows; ++i) { |
| 137 | 28 | auto i_idx = static_cast<size_t>(i); | |
| 138 |
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66 | for (int j = 0; j < my_width; ++j) { |
| 139 | 38 | auto j_idx = static_cast<size_t>(j); | |
| 140 | 38 | auto global_j = my_start + j; | |
| 141 | 38 | auto global_j_idx = static_cast<size_t>(global_j); | |
| 142 | 38 | auto matrix_idx = static_cast<size_t>(i * cols) + global_j_idx; | |
| 143 | 38 | local_result[i_idx] += matrix_flat[matrix_idx] * local_vector[j_idx]; | |
| 144 | } | ||
| 145 | } | ||
| 146 | 12 | } | |
| 147 | |||
| 148 | 6 | void GatherResultsInRoot(int world_size, int rows, const std::vector<double> &local_result, | |
| 149 | std::vector<double> &final_result) { | ||
| 150 |
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6 | if (rows > 0) { |
| 151 | std::ranges::copy(local_result, final_result.begin()); | ||
| 152 | } | ||
| 153 | |||
| 154 |
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12 | for (int proc = 1; proc < world_size; ++proc) { |
| 155 |
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6 | if (rows > 0) { |
| 156 |
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6 | std::vector<double> recv_buf(static_cast<size_t>(rows)); |
| 157 |
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6 | MPI_Recv(recv_buf.data(), rows, MPI_DOUBLE, proc, kTagResult, MPI_COMM_WORLD, MPI_STATUS_IGNORE); |
| 158 | |||
| 159 |
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20 | for (int i = 0; i < rows; ++i) { |
| 160 | 14 | auto i_idx = static_cast<size_t>(i); | |
| 161 | 14 | final_result[i_idx] += recv_buf[i_idx]; | |
| 162 | } | ||
| 163 | } else { | ||
| 164 | ✗ | int dummy = 0; | |
| 165 | ✗ | MPI_Recv(&dummy, 1, MPI_INT, proc, kTagResult, MPI_COMM_WORLD, MPI_STATUS_IGNORE); | |
| 166 | } | ||
| 167 | } | ||
| 168 | 6 | } | |
| 169 | |||
| 170 | 12 | void BroadcastFinalResult(int rank, int world_size, const std::vector<double> &final_result, | |
| 171 | std::vector<double> &local_final_result) { | ||
| 172 |
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12 | if (rank == 0) { |
| 173 |
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12 | for (int proc = 1; proc < world_size; ++proc) { |
| 174 |
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6 | if (!final_result.empty()) { |
| 175 | 6 | MPI_Send(final_result.data(), static_cast<int>(final_result.size()), MPI_DOUBLE, proc, kTagBroadcast, | |
| 176 | MPI_COMM_WORLD); | ||
| 177 | } else { | ||
| 178 | ✗ | int empty_signal = -1; | |
| 179 | ✗ | MPI_Send(&empty_signal, 1, MPI_INT, proc, kTagEmpty, MPI_COMM_WORLD); | |
| 180 | } | ||
| 181 | } | ||
| 182 | 6 | local_final_result = final_result; | |
| 183 | } else { | ||
| 184 | MPI_Status status; | ||
| 185 | 6 | MPI_Probe(0, kTagBroadcast, MPI_COMM_WORLD, &status); | |
| 186 | |||
| 187 | 6 | int count = 0; | |
| 188 | 6 | MPI_Get_count(&status, MPI_DOUBLE, &count); | |
| 189 | |||
| 190 |
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6 | if (count > 0) { |
| 191 | 6 | local_final_result.resize(static_cast<size_t>(count)); | |
| 192 | 6 | MPI_Recv(local_final_result.data(), count, MPI_DOUBLE, 0, kTagBroadcast, MPI_COMM_WORLD, MPI_STATUS_IGNORE); | |
| 193 | } else { | ||
| 194 | ✗ | int empty_signal = 0; | |
| 195 | ✗ | MPI_Recv(&empty_signal, 1, MPI_INT, 0, kTagEmpty, MPI_COMM_WORLD, MPI_STATUS_IGNORE); | |
| 196 | local_final_result.clear(); | ||
| 197 | } | ||
| 198 | } | ||
| 199 | 12 | } | |
| 200 | |||
| 201 | 2 | bool HandleWorldSizeGreaterThanCols(int world_size, int rank, int rows, int cols, std::vector<double> &result, | |
| 202 | const InType &input) { | ||
| 203 |
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2 | if (rows <= 0) { |
| 204 | result.clear(); | ||
| 205 | ✗ | MPI_Barrier(MPI_COMM_WORLD); | |
| 206 | ✗ | return true; | |
| 207 | } | ||
| 208 | |||
| 209 | 2 | result.resize(static_cast<size_t>(rows), 0.0); | |
| 210 | |||
| 211 |
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2 | if (rank == 0) { |
| 212 | const auto &[matrix, vector] = input; | ||
| 213 |
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2 | for (int i = 0; i < rows; ++i) { |
| 214 | 1 | auto i_idx = static_cast<size_t>(i); | |
| 215 |
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2 | for (int j = 0; j < cols; ++j) { |
| 216 | 1 | auto j_idx = static_cast<size_t>(j); | |
| 217 | 1 | result[i_idx] += matrix[i_idx][j_idx] * vector[j_idx]; | |
| 218 | } | ||
| 219 | } | ||
| 220 | |||
| 221 |
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2 | for (int proc = 1; proc < world_size; ++proc) { |
| 222 | 1 | MPI_Send(result.data(), rows, MPI_DOUBLE, proc, kTagSimple, MPI_COMM_WORLD); | |
| 223 | } | ||
| 224 | } else { | ||
| 225 | 1 | MPI_Recv(result.data(), rows, MPI_DOUBLE, 0, kTagSimple, MPI_COMM_WORLD, MPI_STATUS_IGNORE); | |
| 226 | } | ||
| 227 | |||
| 228 | return true; | ||
| 229 | } | ||
| 230 | |||
| 231 | 12 | void PrepareMatrixFlat(int rank, int rows, int cols, std::vector<double> &matrix_flat, const InType &input) { | |
| 232 |
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12 | if (rank == 0 && rows > 0 && cols > 0) { |
| 233 | const auto &[matrix, vector] = input; | ||
| 234 | 6 | size_t total_size = static_cast<size_t>(rows) * static_cast<size_t>(cols); | |
| 235 | 6 | matrix_flat.resize(total_size, 0.0); | |
| 236 | |||
| 237 |
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20 | for (int i = 0; i < rows; ++i) { |
| 238 | 14 | auto i_idx = static_cast<size_t>(i); | |
| 239 |
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52 | for (int j = 0; j < cols; ++j) { |
| 240 | 38 | auto j_idx = static_cast<size_t>(j); | |
| 241 | 38 | auto matrix_idx = static_cast<size_t>(i * cols) + j_idx; | |
| 242 | 38 | matrix_flat[matrix_idx] = matrix[i_idx][j_idx]; | |
| 243 | } | ||
| 244 | } | ||
| 245 |
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6 | } else if (rows > 0 && cols > 0) { |
| 246 | 6 | size_t total_size = static_cast<size_t>(rows) * static_cast<size_t>(cols); | |
| 247 | 6 | matrix_flat.resize(total_size, 0.0); | |
| 248 | } | ||
| 249 | 12 | } | |
| 250 | |||
| 251 | std::pair<int, int> CalculateDimensions(int rank, const InType &input) { | ||
| 252 | int rows = 0; | ||
| 253 | int cols = 0; | ||
| 254 | |||
| 255 | 14 | if (rank == 0) { | |
| 256 | const auto &[matrix, vector] = input; | ||
| 257 | 7 | rows = static_cast<int>(matrix.size()); | |
| 258 |
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7 | if (rows > 0) { |
| 259 | 7 | cols = static_cast<int>(matrix[0].size()); | |
| 260 | } | ||
| 261 | } | ||
| 262 | |||
| 263 | return {rows, cols}; | ||
| 264 | } | ||
| 265 | |||
| 266 | 14 | bool ProcessDimensions(int world_size, int rank, int rows, int cols, const InType &input_data, Vector &result) { | |
| 267 |
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14 | if (rows <= 0 || cols <= 0) { |
| 268 | ✗ | result = Vector{}; | |
| 269 | ✗ | MPI_Barrier(MPI_COMM_WORLD); | |
| 270 | ✗ | return true; | |
| 271 | } | ||
| 272 | |||
| 273 |
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14 | if (world_size > cols) { |
| 274 | 2 | std::vector<double> temp_result; | |
| 275 |
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2 | bool success = HandleWorldSizeGreaterThanCols(world_size, rank, rows, cols, temp_result, input_data); |
| 276 | if (success) { | ||
| 277 |
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2 | if (!temp_result.empty()) { |
| 278 |
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4 | result = Vector(temp_result.begin(), temp_result.end()); |
| 279 | } else { | ||
| 280 | ✗ | result = Vector{}; | |
| 281 | } | ||
| 282 | } | ||
| 283 | return true; | ||
| 284 | } | ||
| 285 | |||
| 286 | return false; | ||
| 287 | } | ||
| 288 | |||
| 289 | 12 | bool PrepareLocalData(int rows, int cols, int my_width, std::vector<double> &matrix_flat, | |
| 290 | std::vector<double> &local_vector, std::vector<double> &local_result, | ||
| 291 | std::vector<double> &final_result) { | ||
| 292 |
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12 | if (rows > 0 && cols > 0) { |
| 293 | 12 | size_t matrix_size = static_cast<size_t>(rows) * static_cast<size_t>(cols); | |
| 294 | 12 | matrix_flat.resize(matrix_size, 0.0); | |
| 295 | } else { | ||
| 296 | matrix_flat.clear(); | ||
| 297 | } | ||
| 298 | |||
| 299 |
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12 | if (my_width > 0) { |
| 300 | 12 | local_vector.resize(static_cast<size_t>(my_width), 0.0); | |
| 301 | } else { | ||
| 302 | local_vector.clear(); | ||
| 303 | } | ||
| 304 | |||
| 305 |
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12 | if (rows > 0) { |
| 306 | 12 | local_result.resize(static_cast<size_t>(rows), 0.0); | |
| 307 | 12 | final_result.resize(static_cast<size_t>(rows), 0.0); | |
| 308 | } else { | ||
| 309 | local_result.clear(); | ||
| 310 | final_result.clear(); | ||
| 311 | } | ||
| 312 | |||
| 313 | 12 | return true; | |
| 314 | } | ||
| 315 | |||
| 316 | 12 | bool PerformLocalComputation(int rank, int world_size, int rows, int cols, int my_start, int my_width, | |
| 317 | const InType &input_data, std::vector<double> &matrix_flat, | ||
| 318 | std::vector<double> &local_vector, std::vector<double> &local_result) { | ||
| 319 | 12 | PrepareMatrixFlat(rank, rows, cols, matrix_flat, input_data); | |
| 320 | |||
| 321 |
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12 | if (rows > 0 && cols > 0) { |
| 322 | 12 | MPI_Bcast(matrix_flat.data(), rows * cols, MPI_DOUBLE, 0, MPI_COMM_WORLD); | |
| 323 | } | ||
| 324 | |||
| 325 |
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12 | DistributeVectorStripes(world_size, rank == 0 ? input_data.second : Vector{}, cols / world_size, cols % world_size, |
| 326 | local_vector, rank, my_width); | ||
| 327 | |||
| 328 |
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12 | if (my_width > 0 && rows > 0 && cols > 0) { |
| 329 | 12 | MultiplyStrip(matrix_flat, local_vector, local_result, rows, cols, my_width, my_start); | |
| 330 | } | ||
| 331 | |||
| 332 | 12 | return true; | |
| 333 | } | ||
| 334 | |||
| 335 | 12 | bool CollectResults(int rank, int world_size, int rows, const std::vector<double> &local_result, | |
| 336 | std::vector<double> &final_result) { | ||
| 337 |
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12 | if (rank == 0) { |
| 338 | 6 | GatherResultsInRoot(world_size, rows, local_result, final_result); | |
| 339 |
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6 | } else if (rows > 0) { |
| 340 | 6 | MPI_Send(local_result.data(), rows, MPI_DOUBLE, 0, kTagResult, MPI_COMM_WORLD); | |
| 341 | } else { | ||
| 342 | ✗ | int dummy = 0; | |
| 343 | ✗ | MPI_Send(&dummy, 1, MPI_INT, 0, kTagResult, MPI_COMM_WORLD); | |
| 344 | } | ||
| 345 | |||
| 346 | 12 | return true; | |
| 347 | } | ||
| 348 | |||
| 349 | } // namespace | ||
| 350 | |||
| 351 | 14 | bool VerticalStripMatVecMPI::RunImpl() { | |
| 352 | 14 | int world_size = 0; | |
| 353 | 14 | int rank = 0; | |
| 354 | 14 | MPI_Comm_size(MPI_COMM_WORLD, &world_size); | |
| 355 | 14 | MPI_Comm_rank(MPI_COMM_WORLD, &rank); | |
| 356 | |||
| 357 | const auto &input_data = GetInput(); | ||
| 358 | |||
| 359 |
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14 | auto [rows, cols] = CalculateDimensions(rank, input_data); |
| 360 | 14 | BroadcastDimensions(rows, cols); | |
| 361 | |||
| 362 | 14 | Vector result; | |
| 363 |
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14 | if (ProcessDimensions(world_size, rank, rows, cols, input_data, result)) { |
| 364 |
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2 | GetOutput() = result; |
| 365 | return true; | ||
| 366 | } | ||
| 367 | |||
| 368 | 12 | int base = cols / world_size; | |
| 369 | 12 | int rem = cols % world_size; | |
| 370 |
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12 | auto [my_start, my_width] = GetProcessParams(rank, base, rem); |
| 371 | |||
| 372 | 12 | std::vector<double> matrix_flat; | |
| 373 | 12 | std::vector<double> local_vector; | |
| 374 | 12 | std::vector<double> local_result; | |
| 375 | 12 | std::vector<double> final_result; | |
| 376 | |||
| 377 |
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12 | PrepareLocalData(rows, cols, my_width, matrix_flat, local_vector, local_result, final_result); |
| 378 | |||
| 379 |
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12 | PerformLocalComputation(rank, world_size, rows, cols, my_start, my_width, input_data, matrix_flat, local_vector, |
| 380 | local_result); | ||
| 381 | |||
| 382 |
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12 | CollectResults(rank, world_size, rows, local_result, final_result); |
| 383 | |||
| 384 | 12 | std::vector<double> local_final_result; | |
| 385 |
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12 | if (rows > 0) { |
| 386 |
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12 | local_final_result.resize(static_cast<size_t>(rows), 0.0); |
| 387 | } | ||
| 388 | |||
| 389 |
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12 | BroadcastFinalResult(rank, world_size, final_result, local_final_result); |
| 390 | |||
| 391 |
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24 | GetOutput() = Vector(local_final_result.begin(), local_final_result.end()); |
| 392 | |||
| 393 | return true; | ||
| 394 | } | ||
| 395 | |||
| 396 | 14 | bool VerticalStripMatVecMPI::PostProcessingImpl() { | |
| 397 | 14 | return true; | |
| 398 | } | ||
| 399 | |||
| 400 | } // namespace artyushkina_vector | ||
| 401 | |||
| 402 | #ifdef __GNUC__ | ||
| 403 | # pragma GCC diagnostic pop | ||
| 404 | #endif | ||
| 405 |